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The paper aims to combine two objectives of the Force Analysis Technique (FAT): vibration source identification and material characterization from the same set of measurement.
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Usability metrics are based on a reliable system of measurement: using the same set of measurements each time something is measured should result in comparable outcomes.
In other words, we require that probabilities of different values of parameters conditional on the same set of measurements are different.
To investigate the effect of increasing O2 concentrations the same set of measurements was then repeated for an FiO2 of 0.5 and 1.0.
These were calculated by dividing the standard deviation by the mean of the same set of measurements and thereafter converting it into percentage.
If this initial guess is not fixed, the algorithm begins with a random matrix resulting in different signs and orders of the output signals, even if it initiates from the same set of measurements.
Comparison with the same set of measurements from 1⋅Gd (right column) clearly shows that the Ir-based emission has mostly decayed by 20 μs and is no longer visible after 50 μs.
To investigate the effect of additional volume due to the humidification system, the same set of measurements for all NO concentrations and all FiO2 values was obtained with an active humidification system (Concha Therm III with Aerodyne humidification column, Kendall, Neustadt, Germany) mounted into the respiratory tubing between Pos. 1 and Pos. 2 (Fig 1).
The other events that consist of the same sets of measurements and targets, but with a different assignment, are discarded.
The same sets of measurements were carried out after 100 and 1000 Li insertion/deinsertion cycles in order to analyze the effect of prolonged cycling on the mechanism of lithium diffusion.
We conducted ESEM in the same set of four measurement models (configural, weak, strong, strict) in four data-analytical steps.
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